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@rain-1
rain-1 / LLM.md
Last active July 11, 2024 18:17
LLM Introduction: Learn Language Models

Purpose

Bootstrap knowledge of LLMs ASAP. With a bias/focus to GPT.

Avoid being a link dump. Try to provide only valuable well tuned information.

Prelude

Neural network links before starting with transformers.

@Nannigalaxy
Nannigalaxy / center_crop_scale.py
Last active May 17, 2022 09:21
Center Crop and Image Scaling functions in OpenCV using Python
# Center Crop and Image Scaling functions in OpenCV
# Date: 11/10/2020
# Written by Nandan M
import cv2
def center_crop(img, dim):
"""Returns center cropped image
Args:
@YashasSamaga
YashasSamaga / yolov4.py
Last active July 13, 2024 06:42
YOLOv4 on OpenCV DNN
import cv2
import time
CONFIDENCE_THRESHOLD = 0.2
NMS_THRESHOLD = 0.4
COLORS = [(0, 255, 255), (255, 255, 0), (0, 255, 0), (255, 0, 0)]
class_names = []
with open("classes.txt", "r") as f:
class_names = [cname.strip() for cname in f.readlines()]
@samuelcolvin
samuelcolvin / dns_server.py
Last active May 30, 2024 18:34
requires python 3.5+ and dnslib, see https://github.com/samuelcolvin/dnserver for full/better implementation
from datetime import datetime
from time import sleep
from dnslib import DNSLabel, QTYPE, RD, RR
from dnslib import A, AAAA, CNAME, MX, NS, SOA, TXT
from dnslib.server import DNSServer
EPOCH = datetime(1970, 1, 1)
SERIAL = int((datetime.utcnow() - EPOCH).total_seconds())
@nodkz
nodkz / apolloServer2019.ts
Last active August 3, 2022 11:17
GraphQL error tracking with sentry.io (ApolloServer 2019)
import express from 'express';
import { ApolloServer } from 'apollo-server-express';
import { ApolloServerPlugin } from 'apollo-server-plugin-base';
import * as Sentry from '@sentry/node';
Sentry.init({
environment: process.env.APP_ENV,
// see why we use APP_NAME here: https://github.com/getsentry/sentry-cli/issues/482
release: `${process.env.APP_NAME}-${process.env.APP_REVISION}` || '0.0.1',
dsn: process.env.SENTRY_DSN,